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Vocabulary

Understand the term. Connect the concept.

A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

Linked concepts open in a new tab. Audio reads the definition and example.

Bidirectional RNN

RNNs · Level 3 of 5

Bidirectional RNN

A recurrent design processing a sequence in both directions.

It needs future context and therefore is not directly causal for live prediction.

Example

A completed sentence is encoded from left and right.

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Audio transcript

Bidirectional RNN. A recurrent design processing a sequence in both directions. It needs future context and therefore is not directly causal for live prediction. For example: A completed sentence is encoded from left and right.

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This helps you trace information and gradient flow through sequence models.

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